The use of classification and regression algorithms using the random forests method with presence-only data to model species’ distribution

Random forests (RF) is a powerful species distribution model (SDM) algorithm. This ensemble model by default can produce categorical and numerical species distribution maps based on its classification tree (CT) and regression tree (RT) algorithms, respectively. The CT algorithm can also produce nume...

Full description

Saved in:
Bibliographic Details
Published in:MethodsX
Main Authors: Zhang, Lei, Huettmann, Falk, Zhang, Xudong, Liu, Shirong, Sun, Pengsen, Yu, Zhen, Mi, Chunrong
Format: Artigo
Language:Inglês
Published: Elsevier 2019
Subjects:
Environmental Science
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6812352/
https://ncbi.nlm.nih.gov/pubmed/31667128
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mex.2019.09.035
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items